{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2024-07-11T02:04:18.842133Z",
     "start_time": "2024-07-11T02:04:18.715971Z"
    }
   },
   "source": [
    "import numpy as np\n",
    "from matplotlib import cm\n",
    "import matplotlib.pyplot as plt\n",
    "fig, ax = plt.subplots(subplot_kw={'projection': '3d'})\n",
    "x = np.arange(0, 1, 0.01)\n",
    "y = np.arange(0, 1, 0.01)\n",
    "X, Y = np.meshgrid(x, y)\n",
    "Z = 2*X*Y/(X+Y+1e-7)\n",
    "ax.plot_surface(X, Y, Z, cmap=cm.coolwarm)\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 18
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-07-11T02:02:03.659021Z",
     "start_time": "2024-07-11T02:02:03.578743Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\n",
    "import numpy as np\n",
    "\n",
    "fig, ax = plt.subplots(subplot_kw={\"projection\": \"3d\"})\n",
    "\n",
    "# 构建数据\n",
    "X = np.arange(-5, 5, 0.25)\n",
    "Y = np.arange(-5, 5, 0.25)\n",
    "X, Y = np.meshgrid(X, Y)\n",
    "R = np.sqrt(X ** 2 + Y ** 2)\n",
    "Z = np.sin(R)\n",
    "\n",
    "# 绘制曲面图\n",
    "# 绘制使用冷暖色图着色的 3D 表面。通过使用 antialiased=False 使表面变得不透明。\n",
    "ax.plot_surface(X, Y, Z, cmap=cm.coolwarm,\n",
    "                       linewidth=0, antialiased=False)\n",
    "plt.show()\n"
   ],
   "id": "bddab92231753928",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 14
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-07-11T05:59:12.003308Z",
     "start_time": "2024-07-11T05:59:11.878878Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import numpy as np\n",
    "from matplotlib import cm\n",
    "import matplotlib.pyplot as plt\n",
    "fig, ax = plt.subplots(subplot_kw={'projection': '3d'})\n",
    "x = np.arange(-1, 1, 0.01)\n",
    "y = np.arange(-1, 1, 0.01)\n",
    "X, Y = np.meshgrid(x, y)\n",
    "Z = X**3 + Y**2\n",
    "ax.plot_surface(X, Y, Z, cmap=cm.coolwarm)\n",
    "plt.show()"
   ],
   "id": "d0a2aad0328f77e9",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 29
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
